{"id":"W6931161866","doi":"10.5281/zenodo.3360574","title":"pyviz/holoviews: Version 1.12.4","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chord (peer-to-peer); Compatibility (geochemistry); Data structure; Callback; Histogram; Set (abstract data type); Thread (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003768153,0.004964603,0.002700678,0.003104715,0.001629235,0.006005238,0.009357596,0.002327452,0.3292741],"category_scores_gemma":[0.0162499,0.004777244,0.004507073,0.002572024,0.001221376,0.009003709,0.008886722,0.007077987,0.357219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696263,"about_ca_system_score_gemma":0.00260552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006058855,"about_ca_topic_score_gemma":0.003896392,"domain_scores_codex":[0.997448,0.0002482305,0.0002267453,0.0005516736,0.001068165,0.0004572682],"domain_scores_gemma":[0.9961858,0.0007197633,0.0002380713,0.001301046,0.001206794,0.0003484548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004810241,0.00006843829,0.0009039819,0.0005780597,0.0001061419,0.0001037189,0.0001860732,0.0006090834,0.002107177,0.003989187,0.9521783,0.03868878],"study_design_scores_gemma":[0.0003702253,0.00007049801,0.001925989,0.0004202308,0.00008246322,0.0002971666,0.000105253,0.0049761,0.01270365,0.01380757,0.9649723,0.0002686684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005704168,0.0001987206,0.03111345,0.0002584558,0.0003659007,0.00008583999,0.02218194,0.9368456,0.00837976],"genre_scores_gemma":[0.005850348,0.0002790289,0.02439698,0.0004400685,0.0001051114,0.0003325766,0.06200716,0.885214,0.02137484],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3292741,"threshold_uncertainty_score":0.956709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236129153950399,"score_gpt":0.4065257741252192,"score_spread":0.2829128587301792,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}